42 citations · 53 across the 8 of their papers we have counts for
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cs.IR2026
SRAG: RAG with Structured Data Improves Vector Retrieval
Shalin Shah, Srikanth Ryali, Ramasubbu Venkatesh
Retrieval Augmented Generation (RAG) provides the necessary informational grounding to LLMs in the form of chunks retrieved from a vector database or through web search. RAG could…
cs.IR2024★ 1 cited
Multi-Document Financial Question Answering using LLMs
Shalin Shah, Srikanth Ryali, Ramasubbu Venkatesh
We propose two new methods for multi-document financial question answering. First, a method that uses semantic tagging, and then, queries the index to get the context (RAG_SEM). An…